Intelligent Islanding Detection of Microgrids Using Long Short-Term Memory Networks

Intelligent Islanding Detection of Microgrids Using Long Short-Term Memory Networks

This paper presents a new intelligent islanding detection scheme (IIDS) based on empirical wavelet transform (EWT) and long short-term memory (LSTM) network to identify islanding events in microgrids. The concept of EWT is extended to extract features from three-phase signals. First, the three-phase...

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Bibliographic Details
Main Authors: Syed Basit Ali Bukhari, Khawaja Khalid Mehmood, Abdul Wadood, Herie Park
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Energies
Subjects:
empirical wavelet transform
islanding detection
long short-term memory network
non-detection zone
Online Access:https://www.mdpi.com/1996-1073/14/18/5762

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https://www.mdpi.com/1996-1073/14/18/5762

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